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GPT-5.1 and Kimi K2: What ‘Thinking AI’ really means

Mixture of Experts

00:00

Personalization vs. control tradeoffs

Tim and panelists debate whether users want adaptive, personalized models and how that affects trust, governance, and market segmentation.

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